{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "34527282",
   "metadata": {},
   "source": [
    "# Data preprocessing with ONNX: ResNet-50 example\n",
    "\n",
    "In this example we will show how to integrate an existing ResNet model for image classification with a data preprocessing pipeline written in ONNX. We will show how to create a combined model including data preprocessing.\n",
    "\n",
    "First, let us import the packages we need, and load images that we will use in the example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9dc27fbd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np  # type: ignore\n",
    "import onnx\n",
    "from onnx import parser\n",
    "from onnx import checker\n",
    "from onnx import helper\n",
    "from onnx import TensorProto as tp\n",
    "from onnx import save\n",
    "from onnx import hub\n",
    "import onnxruntime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "dee9d6f9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Output sizes: \n",
      "(400, 266)\n",
      "(348, 348)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# display images in the notebook\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image, ImageDraw, ImageFont\n",
    "%matplotlib inline\n",
    "\n",
    "def show_images(images):\n",
    "    nsamples = len(images)\n",
    "    print(\"Output sizes: \")\n",
    "    for i in range(nsamples):\n",
    "        print(images[i].size)\n",
    "    fig, axs = plt.subplots(1, nsamples)\n",
    "    for i in range(nsamples):\n",
    "        axs[i].axis('off')\n",
    "        axs[i].imshow(images[i])\n",
    "    plt.show()\n",
    "\n",
    "images = [\n",
    "    Image.open('assets/dog.jpg'),\n",
    "    Image.open('assets/cat.jpg')\n",
    "]\n",
    "show_images(images)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96417141",
   "metadata": {},
   "source": [
    "## Using an existing model\n",
    "\n",
    "For this example, we will use an existing ResNet50 model from the ONNX model repository. Let us load and inspect the model to see what inputs/outputs it expects."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ab6b7603",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using cached ResNet50-fp32 model from /home/janton/.cache/onnx/hub/vision/classification/resnet/model/3f03fdef724b22947eed826f1eef1dc5c34151bb4c37d634f1db89dfa2dd1526_resnet50-v1-12.onnx\n",
      "Inputs:  [name: \"data\"\n",
      "type {\n",
      "  tensor_type {\n",
      "    elem_type: 1\n",
      "    shape {\n",
      "      dim {\n",
      "        dim_param: \"N\"\n",
      "      }\n",
      "      dim {\n",
      "        dim_value: 3\n",
      "      }\n",
      "      dim {\n",
      "        dim_value: 224\n",
      "      }\n",
      "      dim {\n",
      "        dim_value: 224\n",
      "      }\n",
      "    }\n",
      "  }\n",
      "}\n",
      "]\n",
      "Outputs:  [name: \"resnetv17_dense0_fwd\"\n",
      "type {\n",
      "  tensor_type {\n",
      "    elem_type: 1\n",
      "    shape {\n",
      "      dim {\n",
      "        dim_param: \"N\"\n",
      "      }\n",
      "      dim {\n",
      "        dim_value: 1000\n",
      "      }\n",
      "    }\n",
      "  }\n",
      "}\n",
      "]\n"
     ]
    }
   ],
   "source": [
    "rn50_network = hub.load(\"ResNet50-fp32\")\n",
    "print(\"Inputs: \", rn50_network.graph.input)\n",
    "print(\"Outputs: \", rn50_network.graph.output)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "944b3383",
   "metadata": {},
   "source": [
    "## Defining the preprocessing model\n",
    "\n",
    "Let us define now the data preprocessing pipeline to be applied to the images before feeding them to the network. The preprocessing pipeline consists of a resize operation, a centered crop operation, normalization and transposition. The result should be a float32 tensor with shape `[3, 224, 224]`.\n",
    "\n",
    "In general terms, we want our preprocessing model to be able to perform batch processing (several images in one go). For this, we use the SequenceMap operation to apply a sample processing graph to each image independently, then combined the processed outputs into a single tensor by concatenating all the tensors. The first dimension B of the output tensor represents the batch dimension.\n",
    "\n",
    "Lastly, we use metadata properties to tag our local function performing the preprocessing (preprocessing_fn). This way, specialized tools could detect and extract/remove the preprocessing part of the combined model if necessary."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e9353951",
   "metadata": {},
   "outputs": [],
   "source": [
    "rn50_preprocessing_model = parser.parse_model('''\n",
    "<\n",
    "  ir_version: 8,\n",
    "  opset_import: [ \"\" : 18, \"local\" : 1 ],\n",
    "  metadata_props: [ \"preprocessing_fn\" : \"local.preprocess\"]\n",
    ">\n",
    "rn50_preprocessing_g (seq(uint8[?, ?, 3]) images) => (float[B, 3, 224, 224] preproc_data)\n",
    "{\n",
    "    preproc_data = local.preprocess(images)\n",
    "}\n",
    "\n",
    "<\n",
    "  opset_import: [ \"\" : 18 ],\n",
    "  domain: \"local\",\n",
    "  doc_string: \"Preprocessing function.\"\n",
    ">\n",
    "preprocess (input_batch) => (output_tensor) {\n",
    "    tmp_seq = SequenceMap <\n",
    "        body = sample_preprocessing(uint8[?, ?, 3] sample_in) => (float[3, 224, 224] sample_out) {\n",
    "            target_size = Constant <value = int64[2] {256, 256}> ()\n",
    "            image_resized = Resize <mode = \\\"linear\\\",\n",
    "                                    antialias = 1,\n",
    "                                    axes = [0, 1],\n",
    "                                    keep_aspect_ratio_policy = \\\"not_smaller\\\"> (sample_in, , , target_size)\n",
    "    \n",
    "            target_crop = Constant <value = int64[2] {224, 224}> ()\n",
    "            image_sliced = CenterCropPad <axes = [0, 1]> (image_resized, target_crop)\n",
    "            \n",
    "            kMean = Constant <value = float[3] {123.675, 116.28, 103.53}> ()\n",
    "            kStddev = Constant <value = float[3] {58.395, 57.12, 57.375}> ()\n",
    "            im_norm_tmp1 = Cast <to = 1> (image_sliced)\n",
    "            im_norm_tmp2 = Sub (im_norm_tmp1, kMean)\n",
    "            im_norm = Div (im_norm_tmp2, kStddev)\n",
    "            \n",
    "            sample_out = Transpose <perm = [2, 0, 1]> (im_norm) \n",
    "        }\n",
    "    > (input_batch)\n",
    "    output_tensor = ConcatFromSequence < axis = 0, new_axis = 1 >(tmp_seq)\n",
    "}\n",
    "\n",
    "''')\n",
    "checker.check_model(rn50_preprocessing_model)\n",
    "onnx.save(rn50_preprocessing_model, 'rn50_preprocessing.onnx')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "325f438e",
   "metadata": {},
   "source": [
    "We can now test the preprocessing model we created with ONNX runtime. We can process a single image by passing an array with a single numpy array (please note that the model takes a sequence of inputs). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9bbddac5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Preprocessed data: type=float32 shape=(1, 3, 224, 224)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-02-08 19:52:05.277343227 [W:onnxruntime:, graph.cc:3490 CleanUnusedInitializersAndNodeArgs] Removing initializer '_0x3b6e400__0x3b74ea0_axes_input'. It is not used by any node and should be removed from the model.\n",
      "2023-02-08 19:52:05.277386601 [W:onnxruntime:, graph.cc:3490 CleanUnusedInitializersAndNodeArgs] Removing initializer '_0x3b6e400__0x3b74ea0_k2'. It is not used by any node and should be removed from the model.\n"
     ]
    }
   ],
   "source": [
    "session = onnxruntime.InferenceSession('rn50_preprocessing.onnx', providers=[\"CPUExecutionProvider\"])\n",
    "data = session.run([], {'images': [np.array(images[0])]})[0]\n",
    "print(f\"Preprocessed data: type={data.dtype} shape={data.shape}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b8319c7c",
   "metadata": {},
   "source": [
    "Thanks to the batch processing capabilities of the model, we can also run it with several images at once."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "eb31acee",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Preprocessed data: type=float32 shape=(2, 3, 224, 224)\n"
     ]
    }
   ],
   "source": [
    "data = session.run([], {'images': [np.array(image) for image in images]})[0]\n",
    "print(f\"Preprocessed data: type={data.dtype} shape={data.shape}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61d931df",
   "metadata": {},
   "source": [
    "As an exercise, and for the sake of visualization, we can visualize the preprocessing output by restoring the original channel-last layout and concatenating the data from the two images side by side."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "53e13ede",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def visualize_processed_batch(data):\n",
    "    samples = []\n",
    "    for i in range(data.shape[0]):\n",
    "        samples.append(np.transpose(data[i], axes=[1, 2, 0]))\n",
    "    data_plot = np.concatenate(samples, axis=1)\n",
    "\n",
    "    def scale(A):\n",
    "        return (A-np.min(A))/(np.max(A) - np.min(A))\n",
    "    data_plot = scale(data_plot)\n",
    "    plt.imshow(data_plot, interpolation='nearest')    \n",
    "\n",
    "visualize_processed_batch(data)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93c4737d",
   "metadata": {},
   "source": [
    "## Combining the models: Preprocessing + network\n",
    "\n",
    "We can produce a combined model performing both the preprocessing and the network inference step. For this, we can use ONNX compose utils. We can connect the output of the preprocessing model to the input of the network.\n",
    "\n",
    "To be able to combine the models, they need to share the same IR version and Operator set versions. We can achieve that by converting the network model to the higher operator set version."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "47544581",
   "metadata": {},
   "outputs": [],
   "source": [
    "from onnx import version_converter\n",
    "rn50_network = onnx.version_converter.convert_version(rn50_network, 18)\n",
    "rn50_network.ir_version = 8  # Not sure if that's OK, but it seems to work\n",
    "checker.check_model(rn50_network)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "06995904",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Input:  [name: \"images\"\n",
      "type {\n",
      "  sequence_type {\n",
      "    elem_type {\n",
      "      tensor_type {\n",
      "        elem_type: 2\n",
      "        shape {\n",
      "          dim {\n",
      "          }\n",
      "          dim {\n",
      "          }\n",
      "          dim {\n",
      "            dim_value: 3\n",
      "          }\n",
      "        }\n",
      "      }\n",
      "    }\n",
      "  }\n",
      "}\n",
      "]\n",
      "Output:  [name: \"resnetv17_dense0_fwd\"\n",
      "type {\n",
      "  tensor_type {\n",
      "    elem_type: 1\n",
      "    shape {\n",
      "      dim {\n",
      "        dim_param: \"N\"\n",
      "      }\n",
      "      dim {\n",
      "        dim_value: 1000\n",
      "      }\n",
      "    }\n",
      "  }\n",
      "}\n",
      "]\n"
     ]
    }
   ],
   "source": [
    "rn50_combined = onnx.compose.merge_models(\n",
    "    rn50_preprocessing_model, rn50_network,\n",
    "    io_map=[('preproc_data', 'data')]\n",
    ")\n",
    "checker.check_model(rn50_combined)\n",
    "print(\"Input: \", rn50_combined.graph.input)\n",
    "print(\"Output: \", rn50_combined.graph.output)\n",
    "onnx.save(rn50_combined, 'rn50_combined.onnx')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fca00c19",
   "metadata": {},
   "source": [
    "Now we are ready to run the combined model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "73c456fe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Preprocessed data: type=float32 shape=(2, 1000)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-02-08 19:52:08.162858570 [W:onnxruntime:, graph.cc:3490 CleanUnusedInitializersAndNodeArgs] Removing initializer '_0x276da40__0xa436f30_axes_input'. It is not used by any node and should be removed from the model.\n",
      "2023-02-08 19:52:08.162881457 [W:onnxruntime:, graph.cc:3490 CleanUnusedInitializersAndNodeArgs] Removing initializer '_0x276da40__0xa436f30_k2'. It is not used by any node and should be removed from the model.\n"
     ]
    }
   ],
   "source": [
    "session = onnxruntime.InferenceSession('rn50_combined.onnx', None)\n",
    "result = session.run([], {'images': [np.array(image) for image in images]})[0]\n",
    "print(f\"Preprocessed data: type={result.dtype} shape={result.shape}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "396366f3",
   "metadata": {},
   "source": [
    "Finally, let us define some utility functions to verify the predictions from the network make sense."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "9cae555a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import urllib.request\n",
    "import json\n",
    "\n",
    "def load_labels(path):\n",
    "    with open(path) as f:\n",
    "        data = json.load(f)\n",
    "    return np.asarray(data)\n",
    "\n",
    "imagenet_labels_url = \"https://raw.githubusercontent.com/anishathalye/imagenet-simple-labels/master/imagenet-simple-labels.json\"\n",
    "urllib.request.urlretrieve(imagenet_labels_url, filename=\"imagenet-simple-labels.json\")\n",
    "labels = load_labels('imagenet-simple-labels.json')\n",
    "\n",
    "def softmax(x):\n",
    "    x = x.reshape(-1)\n",
    "    e_x = np.exp(x - np.max(x))\n",
    "    return e_x / e_x.sum(axis=0)\n",
    "\n",
    "def postprocess(result):\n",
    "    return softmax(np.array(result)).tolist()\n",
    "\n",
    "def predict(image, raw_result):\n",
    "    res = postprocess(raw_result)    \n",
    "\n",
    "    idx = np.argmax(res)\n",
    "\n",
    "    print('========================================')\n",
    "    print('Final top prediction is: ' + labels[idx])\n",
    "    print('========================================')\n",
    "\n",
    "    sort_idx = np.flip(np.squeeze(np.argsort(res)))\n",
    "    print('============ Top 5 labels are: ============================')\n",
    "    print(labels[sort_idx[:5]])\n",
    "    print('===========================================================')\n",
    "\n",
    "    plt.axis('off')\n",
    "    display_image = plt.imshow(image)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4b504393",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Raw result: dtype=float32 shape=(2, 1000)\n"
     ]
    }
   ],
   "source": [
    "raw_result = session.run([], {'images': [np.array(image) for image in images]})[0]\n",
    "print(f\"Raw result: dtype={raw_result.dtype} shape={raw_result.shape}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "191b4ac0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "========================================\n",
      "Final top prediction is: husky\n",
      "========================================\n",
      "============ Top 5 labels are: ============================\n",
      "['husky' 'Siberian Husky' 'Alaskan Malamute' 'Norwegian Elkhound'\n",
      " 'grey wolf']\n",
      "===========================================================\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "predict(images[0], raw_result[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "ac30a490",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "========================================\n",
      "Final top prediction is: kit fox\n",
      "========================================\n",
      "============ Top 5 labels are: ============================\n",
      "['kit fox' 'tiger cat' 'tabby cat' 'lynx' 'red fox']\n",
      "===========================================================\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "predict(images[1], raw_result[1])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
